# Cooperative Perception on OPV2V

Source: [Cooperative Perception on OPV2V](<https://www.sota2.com/research/sota/cooperative-perception-on-opv2v>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-04T16:01:33.372Z

Evaluation of Cooperative Perception performance on the OPV2V dataset, measured using Relative Communication Error (RCE) metrics.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Cooperative Perception |
| Dataset (including any stated split) | OPV2V |
| Metric | RCE@0.5 |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 9 of 9 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [RCE@0.5](<https://www.sota2.com/research/sota/cooperative-perception-on-opv2v.md?metric=RCE%400.5>): Lower is better; unit: SCALAR.

- [RCE@0.7](<https://www.sota2.com/research/sota/cooperative-perception-on-opv2v.md?metric=RCE%400.7>): Lower is better; unit: SCALAR.

- [mRCE](<https://www.sota2.com/research/sota/cooperative-perception-on-opv2v.md?metric=mRCE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | RCE@0.5 | Result date | Report paper |
| --- | --- | --- | --- |
| CoopDiff | 10.75 | Not recorded | 69a66c652d603e6de3e3d293 |
| V2VNet | 10.89 | Not recorded | 69a66c652d603e6de3e3d293 |
| DSRC | 11.13 | Not recorded | 69a66c652d603e6de3e3d293 |
| Coalign | 11.95 | Not recorded | 69a66c652d603e6de3e3d293 |
| V2X-ViT | 12.3 | Not recorded | 69a66c652d603e6de3e3d293 |
| Fcooper | 13.06 | Not recorded | 69a66c652d603e6de3e3d293 |
| MRCNet | 13.78 | Not recorded | 69a66c652d603e6de3e3d293 |
| MDD | 19 | Not recorded | 69a66c652d603e6de3e3d293 |
| ERMVP | 19.38 | Not recorded | 69a66c652d603e6de3e3d293 |

### CoopDiff

RCE@0.5: 10.75. Result ID: 69a857526dbb7075b94fa99e.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### V2VNet

RCE@0.5: 10.89. Result ID: 69a857526dbb7075b94fa997.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5bb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DSRC

RCE@0.5: 11.13. Result ID: 69a857526dbb7075b94fa99c.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa772c1e209131cea71957.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Coalign

RCE@0.5: 11.95. Result ID: 69a857526dbb7075b94fa999.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4144e.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### V2X-ViT

RCE@0.5: 12.3. Result ID: 69a857526dbb7075b94fa998.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386f5.md>)

[Implementation](<https://github.com/DerrickXuNu/v2x-vit>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Fcooper

RCE@0.5: 13.06. Result ID: 69a857526dbb7075b94fa996.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66641e209131cea100c7.md>)

[Implementation](<https://www.acm.org/publications/proceedings-template>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MRCNet

RCE@0.5: 13.78. Result ID: 69a857526dbb7075b94fa99b.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MDD

RCE@0.5: 19. Result ID: 69a857526dbb7075b94fa99d.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7acc1e209131cea85290.md>)

[Implementation](<https://github.com/ylwhxht/V2X-R>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ERMVP

RCE@0.5: 19.38. Result ID: 69a857526dbb7075b94fa99a.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c652d603e6de3e3d293.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
